Carvalhais, Nuno

1. Multi-modal learning for geospatial vegetation forecasting
   2023/03/28 by Vitus Benson, Claire Nicolle Robin, Benson, Vitus +16 · 5 citations
   Environmental Science · #Remote Sensing in Agriculture #Species Distribution and Climate Change #Land Use and Ecosystem Services
2. Deep Learning for Global Wildfire Forecasting
   2022/11/01 by Prapas, Ioannis, Ahuja, Akanksha, Kondylatos, Spyros +7 · 3 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Deep Learning Methods for Daily Wildfire Danger Forecasting
   2021/11/04 by Ioannis Prapas, Spyros Kondylatos, Prapas, Ioannis +13 · 3 citations
   Environmental Science · #Fire effects on ecosystems #Landslides and related hazards #Flood Risk Assessment and Management
4. SeasFire as a Multivariate Earth System Datacube for Wildfire Dynamics
   2023/12/12 by Ilektra Karasante, Lázaro Alonso, Karasante, Ilektra +9 · 1 citation
   Environmental Science · #Atmospheric and Environmental Gas Dynamics #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fire effects on ecosystems
5. Causal hybrid modeling with double machine learning
   2024/02/20 by Kai-Hendrik Cohrs, Cohrs, Kai-Hendrik, Gherardo Varando +7 · 1 citation
   Earth and Planetary Sciences · Engineering · #Advanced Data Processing Techniques #FOS: Computer and information sciences #Geological Modeling and Analysis #Machine Learning (cs.LG) #Methodology (stat.ME) #Reservoir Engineering and Simulation Methods